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Top 702 cnn open source projects

Freihand

A dataset for estimation of hand pose and shape from single color images.

✭ 187

python deep-learning cnn

Bilinear Cnn Tensorflow

This is an implementation of Bilinear CNN for fine grained visual recognition using TensorFlow.

✭ 187

python tensorflow convolutional-neural-networks cnn deeplearning

Lidc nodule detection

lidc nodule detection with CNN and LSTM network

✭ 187

jupyter-notebook tensorflow cnn lstm detection

Anime4k

A High-Quality Real Time Upscaler for Anime Video

✭ 14,083

Jupyter Notebook GLSL video convolutional-neural-networks neural-networks cnn computer-graphics anime super-resolution video-processing upsampling upscaling denoising-algorithms anime4k anime-upscaling

Tensorflow Mnist Cnn

MNIST classification using Convolutional NeuralNetwork. Various techniques such as data augmentation, dropout, batchnormalization, etc are implemented.

✭ 182

python tensorflow cnn mnist data-augmentation dropout

Speech Emotion Recognition

Speech emotion recognition implemented in Keras (LSTM, CNN, SVM, MLP) | 语音情感识别

✭ 181

python cnn lstm svm

Hand tracking samples

👋 👌 research codebase for depth-based hand pose estimation using dynamics based tracking and CNNs

✭ 180

machine-learning computer-vision cnn physics-engine

Hidden Two Stream

Caffe implementation for "Hidden Two-Stream Convolutional Networks for Action Recognition"

✭ 179

video cnn real-time caffe unsupervised-learning action-recognition optical-flow

Keraspp

코딩셰프의 3분 딥러닝, 케라스맛

✭ 178

jupyter-notebook tensorflow keras cnn gan rnn unet dnn

Tensorflow Tutorials

텐서플로우를 기초부터 응용까지 단계별로 연습할 수 있는 소스 코드를 제공합니다

✭ 2,096

python deep-learning tensorflow tutorial neural-network cnn gan chatbot rnn word2vec seq2seq autoencoder dqn mnist inception

Sentence Classification

Sentence Classifications with Neural Networks

✭ 177

python neural-network cnn rnn fasttext hyperparameter-tuning

Vincent Ai Artist

Style transfer using deep convolutional neural nets

✭ 176

python deep-learning cnn generative-model style-transfer cnn-keras cnn-model

Paircnn Ranking

A tensorflow implementation of Learning to Rank Short Text Pairs with Convolutional Deep Neural Networks

✭ 176

python cnn

Slot filling intent joint model

attention based joint model for intent detection and slot filling

✭ 175

python cnn attention-mechanism

Cnn Cbir Benchmark

CNN CBIR benchmark (ongoing)

✭ 171

python cnn image-retrieval

Autoclint

A specially designed light version of Fast AutoAugment

✭ 171

python deep-learning pytorch computer-vision convolutional-neural-networks cnn image-classification automl automated-machine-learning

Lenet5 hls

FPGA Accelerator for CNN using Vivado HLS

✭ 167

cnn hls accelerator

Kaggle Competition Favorita

5th place solution for Kaggle competition Favorita Grocery Sales Forecasting

✭ 169

python deep-learning machine-learning keras cnn lstm time-series kaggle lightgbm

Eeg Dl

A Deep Learning library for EEG Tasks (Signals) Classification, based on TensorFlow.

✭ 165

python deep-learning tensorflow cnn lstm transformer rnn attention-mechanism resnet densenet gru fully-convolutional-networks

Cnnimageretrieval

CNN Image Retrieval in MatConvNet: Training and evaluating CNNs for Image Retrieval in MatConvNet

✭ 168

matlab convolutional-neural-networks cnn image-retrieval

Handpose

A python program to detect and classify hand pose using deep learning techniques

✭ 168

python tensorflow keras neural-network opencv cnn pose-estimation ssd

Cnn captcha

use cnn recognize captcha by tensorflow. 本项目针对字符型图片验证码，使用tensorflow实现卷积神经网络，进行验证码识别。

✭ 2,273

python tensorflow cnn

Person Reid Triplet Loss

Person re-ID baseline with triplet loss

✭ 165

python pytorch cnn image-retrieval

Iresnet

Improved Residual Networks (https://arxiv.org/pdf/2004.04989.pdf)

✭ 163

python deep-learning machine-learning pytorch computer-vision artificial-intelligence deep-neural-networks convolutional-neural-networks neural-networks cnn image-classification resnet imagenet image-recognition

Mstar deeplearning project

Radar target classification, detection and recognition using deeplearning methods on MSTAR dataset

✭ 163

deep-learning cnn classification detection radar

Weixinxiaochengxu

小帅一点资讯微信小程序图像识别源码，微信小程序百度AI接口源码，微信小程序图片上传显示缩放缩略图,人工智能，图像识别，人脸颜值分析，植物、动物、车型、LOGO、食材、手写文字识别等

✭ 162

javascript wechat ai cnn

Tf Adnet Tracking

Deep Object Tracking Implementation in Tensorflow for 'Action-Decision Networks for Visual Tracking with Deep Reinforcement Learning(CVPR 2017)'

✭ 162

python deep-learning tensorflow computer-vision reinforcement-learning deep-neural-networks convolutional-neural-networks cnn tracking tracker convolutional-networks

Anime Face Gan Keras

A DCGAN to generate anime faces using custom mined dataset

✭ 161

python deep-learning keras cnn gan generative-adversarial-network anime face

Pytorch Receptive Field

Compute CNN receptive field size in pytorch in one line

✭ 160

python deep-learning pytorch cnn

Dgc Net

A PyTorch implementation of "DGC-Net: Dense Geometric Correspondence Network"

✭ 159

python jupyter-notebook deep-learning pytorch computer-vision cnn

Simple cnn

Simple Convolutional Neural Network Library

✭ 158

machine-learning neural-network convolutional-neural-networks cnn

Tensorflow template application

TensorFlow template application for deep learning

✭ 1,851

python java Objective-C++C++scala go deep-learning machine-learning tensorflow cnn csv lstm inference tensorboard serving mlp libsvm tfrecords wide-and-deep

Documentclassification

This code implements a simple CNN model for document classification with tensorflow.

✭ 151

python tensorflow cnn

Awesome Speech Recognition Speech Synthesis Papers

Automatic Speech Recognition (ASR), Speaker Verification, Speech Synthesis, Text-to-Speech (TTS), Language Modelling, Singing Voice Synthesis (SVS), Voice Conversion (VC)

✭ 2,085

cnn rnn attention-mechanism seq2seq language-model papers tts roadmap dnn neural-network speech-synthesis speech-recognition automatic-speech-recognition speaker-verification timit-dataset acoustic-model recognition-synthesis

Dcrnn pytorch

Diffusion Convolutional Recurrent Neural Network Implementation in PyTorch

✭ 146

python cnn

Tensorflow Class Activation Mapping

Learning Deep Features for Discriminative Localization (2016)

✭ 147

python deep-learning machine-learning tensorflow cnn

Text Classification Demos

Neural models for Text Classification in Tensorflow, such as cnn, dpcnn, fasttext, bert ...

✭ 144

python tensorflow cnn text-classification fasttext

Visualizing cnns

Using Keras and cats to visualize layers from CNNs

✭ 143

jupyter-notebook keras cnn

Livianet

This repository contains the code of LiviaNET, a 3D fully convolutional neural network that was employed in our work: "3D fully convolutional networks for subcortical segmentation in MRI: A large-scale study"

✭ 143

python deep-learning deep-neural-networks convolutional-neural-networks neural-networks cnn medical-imaging image-segmentation theano convolutional-networks deep-learning-algorithms neuroimaging

Self Driving Car 3d Simulator With Cnn

Implementing a self driving car using a 3D Driving Simulator. CNN will be used for training

✭ 143

python keras opencv cnn self-driving-car

Brdnet

Image denoising using deep CNN with batch renormalization(Neural Networks,2020)

✭ 141

python python2 deep-learning keras cnn cnn-keras

Image classifier

CNN image classifier implemented in Keras Notebook 🖼️.

✭ 139

python jupyter-notebook machine-learning keras artificial-intelligence ai convolutional-neural-networks cnn ml image-classification notebook transfer-learning image-recognition cnn-keras

Pytorch Fcn Easiest Demo

PyTorch Implementation of Fully Convolutional Networks (a very simple and easy demo).

✭ 138

python pytorch computer-vision cnn semantic-segmentation fcn

Keras Vgg16 Places365

Keras code and weights files for the VGG16-places365 and VGG16-hybrid1365 CNNs for scene classification

✭ 138

python deep-learning keras cnn embeddings vgg16

Flownet2 Docker

Dockerfile and runscripts for FlowNet 2.0 (estimation of optical flow)

✭ 137

shell docker cnn caffe cvpr optical-flow

Vpilot

Scripts and tools to easily communicate with DeepGTAV. In the future a self-driving agent will be implemented.

✭ 136

python deep-learning keras cnn lstm self-driving-car

Ncrfpp

NCRF++, a Neural Sequence Labeling Toolkit. Easy use to any sequence labeling tasks (e.g. NER, POS, Segmentation). It includes character LSTM/CNN, word LSTM/CNN and softmax/CRF components.

✭ 1,767